--- a
+++ b/adpkd_segmentation/multi_train.py
@@ -0,0 +1,37 @@
+"""
+Sequential training of multiple experiments
+
+Input config example: `config/multi_train_example.yaml`
+"""
+
+import argparse
+import os
+import yaml
+
+from adpkd_segmentation.train import train
+from adpkd_segmentation.data.link_data import makelinks
+
+if __name__ == "__main__":
+    parser = argparse.ArgumentParser()
+    parser.add_argument(
+        "--multi-config",
+        help="YAML config file for multiple experiments",
+        type=str,
+        required=True,
+    )
+    parser.add_argument(
+        "--makelinks", help="Make data links", action="store_true"
+    )
+    args = parser.parse_args()
+    with open(args.multi_config, "r") as f:
+        multi_config = yaml.load(f, Loader=yaml.FullLoader)
+
+    # run experiments
+    for path in multi_config:
+        print("Experiment {}".format(path))
+        with open(path, "r") as f:
+            config = yaml.load(f, Loader=yaml.FullLoader)
+        config_save_name = os.path.basename(path)
+        if args.makelinks:
+            makelinks()
+        train(config, config_save_name)